Model Building
AML provides a complete framework for defining models aligned with business goals, and for automatically training with historical customer data.
Automated Machine Learning
Now you can put the intelligence of sophisticated machine learning models into your customer journeys. And automate marketing decisions based on your business goals, your customer data and your key predictors.
Featured Capabilities.
Smart marketers know that their insights and decisions are only as good as the models on which they’re built. That’s why Redpoint Automated Machine Learning (AML) helps your team analyze, build, use, and optimize models based on your business goals.
AML unites marketers, data scientists and engineers to render advanced modeling an easy, smooth process. Working with your data and your orchestration engine, AML makes real time and batch decisions to advance a broad range of business goals, including churn prediction, offer optimization, intent understanding, and more.
With rgOne®, marketers can use data drawn from customer interactions, transactions and behaviors — or any source — and make it easily available to train your AML models. With nearly any degree of customer detail.
Model Execution & Optimization
Models are easily published and made available immediately (in Redpoint® or other applications), and can be live-tested, -updated and -optimized.
Model Manager
One, integrated operational framework powers all tracking, updating, deploying, and running a full fleet of machine learning models.
Evolutionary ML
AML training is driven by evolutionary algorithms that zero in on the best model for the chosen outcome, across a wide range of possible setups.
Web Services Layer
AML Web Services provide a simple RESTful interface with automatic scaling to manage optimal performance.
File Manager
Control all the data needed for model building, allowing users to upload new datasets and to search, inspect and select data for use in the modeling process.
Modeling Algorithms
AML delivers the spectrum and caliber of ML algorithms and automated training to build models specific to your business cases, customers and interactions.
KPI-based Optimization
AML lets you define and optimize models based on anything you can measure in the customer profile, campaign, and engagement ecosystem.
Visualization & Reporting
As with all rgOne capabilities, AML offers data visualization of readiness, model progress, and optimization, in rgOne and via standard BI software.
Related Resources
Overview
Automated Machine Learning Overview
Leverage the Power of AI for Marketing
Analyst Report
CDP Institute Report: CDP Vendor Comparison
The CDP Vendor Comparison Report presents a side-by-side comparison of key features that differentiate CDP vendors.
Solution Brief
Redpoint Automated Machine Learning
Humanizing analytics and putting the power of AI into the hands of marketers.
15-Minute Mini-Webinar
AI & Machine Learning to Increase Productivity & Profitability
Explore how business leaders can leverage analytics & machine learning to increase loyalty & customer lifetime value.
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